That's what the ice bath shock is for-- it firms the skin back up again. The skin and fat is the good stuff :)
This is one of the national dishes of Singapore, btw. There are hawker stands that have been recycling the broth for decades into a super-intense brew.
You may be missing some instructions here. =)